Web and Big Data: APWeb-WAIM 2017 International Workshops: MWDA, HotSpatial, GDMA, DDC, SDMA, MASS, Beijing, China, July 7-9, 2017, Revised Selected Papers

Front Matter ....Pages I-XV
Front Matter ....Pages 1-1
 Smooth Representation Clustering Based on Kernelized Random Walks  (Liping Chen, Gongde Guo, Lifei Chen)....Pages 3-10
 A Joint Model for Water Scarcity Evaluation  (Jingyuan Wang, Li Li)....Pages 11-20
 Efficient Stance Detection with Latent Feature  (Xiaofei Xu, Fei Hu, Peiwen Du, Jingyuan Wang, Li Li)....Pages 21-30
 Deep Analysis and Utilization of Malware’s Social Relation Network for Its Detection  (Shifu Hou, Lingwei Chen, Yanfang Ye, Lifei Chen)....Pages 31-42
 An Adversarial Machine Learning Model Against Android Malware Evasion Attacks  (Lingwei Chen, Shifu Hou, Yanfang Ye, Lifei Chen)....Pages 43-55
 Word Similarity Computation with Extreme-Similar Method  (Peiwen Du, Siding Chen, Xiaofei Xu, Li Li)....Pages 56-65
 Measuring the Wellness Indices of the Elderly Using RFID Sensors Data in a Smart Nursing Home  (Yuan Wu, Li Liu, Jinlong Kang, Lingling Li, Bingqing Huang)....Pages 66-73
 Using Jaccard Distance Measure for Unsupervised Activity Recognition with Smartphone Accelerometers  (Xianlong Wang, Yonggang Lu, Dachuan Wang, Li Liu, Huiyu Zhou)....Pages 74-83
 Speech Emotion Recognition Using Multiple Classifiers  (Kunxia Wang, Zongcheng Chu, Kai Wang, Tongqing Yu, Li Liu)....Pages 84-93
 Intelligent Taxi Dispatching Based on Improved Artificial Fish Swarm Algorithm  (Zhiwei Luo, Rong Xie, Wangyi Huang, Yiwei Shan)....Pages 94-103
Front Matter ....Pages 105-105
 Correction of Telecom Localization Errors by Context Knowledge  (Minmin Zhu, Buyang Cao, Mingxuan Yuan, Jia Zeng)....Pages 107-117
 Inferring Unmet Human Mobility Demand with Multi-source Urban Data  (Kai Zhao, Xinshi Zheng, Huy Vo)....Pages 118-127
 A Hybrid Approach of HTTP Anomaly Detection  (Yang Shi, Shupei Wang, Qinpei Zhao, Jiangfeng Li)....Pages 128-137
 TaxiCluster: A Visualization Platform on Clustering Algorithms for Taxi Trajectories  (Mingyue Xie, Qinpei Zhao)....Pages 138-147
Front Matter ....Pages 149-149
 Transformation of XML Data Sources for Sequential Path Mining  (Ruth McNerlan, Yaxin Bi, Guoze Zhao, Bing Han)....Pages 151-160
 Graph Summarization Based on Attribute-Connected Network  (Siqi Liu, Qinpei Zhao, Jiangfeng Li, Weixiong Rao)....Pages 161-171
 Timely Detection of Temporal Relations in RDF Stream Processing Scenario  (Xuanxing Yang, Guozheng Rao, Zhiyong Feng)....Pages 172-182
Front Matter ....Pages 183-183
 Finding Optimal Team for Multi-skill Task in Spatial Crowdsourcing  (Qian Tao, Bowen Du, Tianshu Song, Ke Xu)....Pages 185-194
 CI-Bot: A Hybrid Chatbot Enhanced by Crowdsourcing  (Xulei Liang, Rong Ding, Mengxiang Lin, Lei Li, Xingchi Li, Song Lu)....Pages 195-203
 Group Formation Based on Crowdsourced Top-k Recommendation  (Yunpeng Gao, Wei Cai, Kuiyang Liang)....Pages 204-213
 Taxi Call Prediction for Online Taxicab Platforms  (Liefeng Rong, Hao Cheng, Jie Wang)....Pages 214-224
Front Matter ....Pages 225-225
 Data Gathering Framework Based on Fog Computing Paradigm in VANETs  (Yongxuan Lai, Lu Zhang, Tian Wang, Fan Yang, Yifan Xu)....Pages 227-236
 Automatic Text Generation via Text Extraction Based on Submodular  (Lisi Ai, Na Li, Jianbing Zheng, Ming Gao)....Pages 237-246
Front Matter ....Pages 247-247
 Collaborative Heterogeneous Information Embedding for Recommender Systems  (Zhen Lv, Haixia Zhang, Dalei Wu, Chuanting Zhang, Dongfeng Yuan)....Pages 249-256
 Comparative Research for Social Recommendations on VK  (Rustam Tukhvatov, Joo Young Lee)....Pages 257-266
Back Matter ....Pages 267-268